I generally don't but that's because I normally use them while I am using up the celery. Any time I chop stalks I include a stalk of leaves as well. If I do have any extra leftover, I include them in my freezer bucket of scraps for stock making.

I have a large organic herb garden, so I often have an excess of herbs anyway.